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Numerical Studies on Reformulation Techniques for Continuous Network Design with Asymmetric User Equilibria

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  • Michael Ferris

    (Rensselaer Polytechnic Institute, USA)

  • Henry X. Liu

    (University of Wisconsin-Madison, USA)

Abstract

In this article, we aim to find the most effective reformulation techniques to solve the MPCC (mathematical program with complementarity constraints) model that we proposed recently for continuous network design problems under asymmetric user equilibria. The MPCC model is based on a link-node nonlinear complementarity formulation for asymmetric user equilibria. By applying various reformulation techniques for the lower level nonlinear complementarity, the original bilevel formulation can be converted to a single level nonlinear programming problem. We show that certain reformulations are more effective than others to solve the proposed MPCC model. Recommendations are thus provided on how to choose a reformulation of the continuous network design problem that can be solved effectively and/or efficiently.

Suggested Citation

  • Michael Ferris & Henry X. Liu, 2010. "Numerical Studies on Reformulation Techniques for Continuous Network Design with Asymmetric User Equilibria," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 1(1), pages 52-72, January.
  • Handle: RePEc:igg:joris0:v:1:y:2010:i:1:p:52-72
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    Cited by:

    1. Wilfredo Yushimito & Xuegang Ban & José Holguín-Veras, 2015. "Correcting the Market Failure in Work Trips with Work Rescheduling: An Analysis Using Bi-level Models for the Firm-workers Interplay," Networks and Spatial Economics, Springer, vol. 15(3), pages 883-915, September.

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